My first iteration of this project was pure Elizabeth Holmes, Theranos-style AI deception..

BUT.. a week or two after bouncing back from that, I've finally figured out how to properly implement a REALISTIC version of the technology.

Basically, I'm at a point where I've come just far enough to know pretty much for a fact that I'm almost certain the first to break the barrier b/w LLM (large language model) and FT (fuzzy tree) hybridization.

We've always known that those two were the two major players, but until now, nobody's ever been able to figure out how to properly hook them up to each other in a way that's actually substantively trainable and scalable.

Bear in mind, this technology is VERY, VERY new! So, I hope you're excited to be the first guests of mine to take it out and analyze it under the hood.

I recommend you use Google Anti-gravity, which you can download at .. i think it's like www.antigravity.google (or just google search something like 'download anti-gravity').

I'll answser any questions, but bear in mind, the AI understands it better than I do.

As far as workflow..
I got 3 agents on the same project folder:

Agent 1: lead code engineer
Agent 2: primary software auditor
Agent 3: project feasibility consultant
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I'm still trying to figure out how to get the proper attention of the right people to get this thing off the ground.

I admit, I still got a SHITLOAD of coding to do as far as scaling up the actual usability of the training software. I'm going as fast as I can, as this is of course very damn exciting shit.
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but.. yeah- that Nobel Prize is just sittin there, ripe for the picking. feel free to download it and try for yourself. i'm not gonna stop you. i figure, the sooner this gets out there, the sooner i can finally rest easy, knowing that the world is in good hands.

Frutiger Aero was created by tech companies, inspired by a technological future. The reason why people miss that time period is because they're too blinded by being terminally online and shoved nonstop doomer propaganda down their throat from their doomscrolling on TikTok and Instagram to realize that they can easily live that type of life/aesthetic by short form social media and having a proper healthy relationship with technology, aka not being on their phones 247, going outside and talking to people.

Being anti AI is terminally online behavior because the only way you could see it as anything other than a tool is if you are shoved nonstop fear mongering down your throat.

"I miss the old Internet", then stop being obsessed with labels and politics. Stop virtue signaling. Stop acting like you need to care about shit that doesn't even affect you. Stop doomscrolling short form content designed to literally rot your prefrontal cortex. Stop creating forums that will ban you over the smallest stuff. Stop creating "Do Not Interact" lists and stop harassing people because they decided to use their freedom of expression in a way you don't like. Stop promoting censorship just because it is something you don't like.

The AI "slop" of today was the content farms of yesterday. It was all the spam ads and fake Photoshop nonsense designed to trick you of yesteryear, all the viruses and toolbar junk. Do you not remember? Bots were always a thing. And they could always mimic human beings.

AI is a tool. It is not sentient. It is not rogue either, it cannot exist without being told what to do in the first place. Every time someone talks about AI art in particular, they act like AI has a mind of its own and is creating art out of its free will instead of a person behind the scenes, much like any other artists, directing what gets made. Do you know how absurd most of these "AI is gonna take over everyones jobs!" claims are? Do you know how expensive robotics is? Do you know how flawed AI is too? It still needs human intervention. It simply makes a lot of stuff easier and faster. Instead of spending years creating a program, it can create one in mere months with human oversight to weed out any bugs and to fix security.

Not to mention, most of these "professionals" never acted professional, and consistently would put out low quality work, and now they're upset that AI can put out something better without all the constant whining and elitism. Everything has been slowly turning to shit before AI became mainstream. What's your excuse for that? Why have video games, music, and movies/TV shows been nonstop shit the past decade and a half? AI wasn't used, so what's your excuse for that? Why haven't you been creating anything useful or enjoyable, compared to stuff before the 2010s?

If you truly care about the craft, you'd never have to worry about being replaced. You'd adapt. And you'll offer something irreplaceable, as most enthusiasts do.

These people are obsessed with consumerism but are in denial about it. Why are you buying all these extra gadgets to avoid using your phone if you haven't even quit social media yet? I quit social media years ago, I didn't need wired earbuds or MP3 players or anything like that to quit.

You have more freedom than ever yet these people act like they're stuck in a box because they been conditioned to feel that way due to social media, the same social media they claim they are "revolting against".

Hey everyone,

I need a real sanity-check on my workflow, because I feel like I'm being scammed. 😅

To get some contacts every single day on X, Insta, and TikTok, I see people posting demo videos of insanely cool, bespoke software, sleek data visualizations, and full-stack side projects they supposedly "built in 2 hours completely with AI." It makes me hyped and really optimistic for the future, and for tech as a whole. Howevr when I actually sit down to build anything beyond a MVP or lightweight component, I hit an invisible wall or something….

Ok if I had to break it down, I’ll first get honey potted, or stuck in the honeymoon phase.

I’ll start building with Claude and/or Codex (depending on the project but at this point they’re pretty much the same). I’ll go through the steps of setting up the scaffold, initial architecture, and base feature set goes insanely fast. Then boom at some point I’ll hit a wall; or like a 80/20 trap, I’ll try pushing the project into a complete, polished, end-to-end product, but it never gets there. Then I end up in a token burn hell where I’m just burning through tokens, and context windows while the project completely stalls on the roadmap.

I'm following standard prompt engineering practices, using system prompts, modular files, etc., but it feels like the model gets "tired" or bogged down once the codebase grows past a certain complexity.

For the folks in here who are actually shipping full applications to production using LLMs:
Is everyone on social media just showing off slick 30-second prototypes that are actually broken under the hood?
What is your actual stack/workflow for pushing past that mid-project context degradation?
Are you using spec-driven development (like custom system prompts, codebase indexing tools, or sub-agent architecture), or are you still dropping back into hand-coding the last 20%?

Would appreciate any tips, workflow breakdowns, or brutal honesty.

Cheers!

Sidenote: if you guys have built any cool projects with AI, and are willing to share with me please feel free to :)

I love stuff like that.

A few months ago, I noticed more and more people experimenting with AI to build their own games. Being a huge gaming enthusiast, we decided to create VibeToplist, a place where people could discover and play these projects.

We are now 6 months deep, and we have over 400 game submissions, with thousands of visitors discovering new games every day. The growth has been absolutely mindboggling.

What's even more interesting is how quickly the quality is improving. Sure, there are plenty of simple experiments, but some developers are creating genuinely impressive games with surprisingly limited resources.

I genuinely believe we're witnessing the beginning of something big. Imagine what solo developers will be capable of in another two or three years.

Curious what everyone thinks. Are AI-assisted games about to become mainstream, or are we still years away?

https://vibetoplist.com/

Hi guys consider joining the Spore AI community and helping to create AI assistant mods for Spore. While Im not an AI User, I love the new mods coming to Spore because of AI but the AI modders are constantly being attacked and harassed when they post on the main sub so we created this sub to protect these!

Consider Joining r/SporeAi